Production deployments across industries. Architecture, stack, and outcomes.
Problem · Manual lead routing across 40+ distributors caused 36h response delays.
Architecture · Webhook → n8n → AI router → CRM assignment → WhatsApp confirmation
Problem · Outbound funnel needed 24/7 qualification at human-level quality.
Architecture · Ad lead → AI qualifier → Personalized WhatsApp drip → Calendar booking
Problem · Admissions team overwhelmed by parent inquiries across channels.
Architecture · Multi-channel intake → RAG agent → Auto-reply + counselor handoff
Problem · Tier-1 support costs scaling linearly with customer growth.
Architecture · Ticket → RAG → AI draft → Human approve → Auto-learn loop
Problem · Reps spent 40% of time on data entry instead of selling.
Architecture · Form/Call → AI enrichment → CRM update → AI follow-up sequence
Problem · Weekly reports took an analyst 2 full days to compile.
Architecture · Scheduled job → Data warehouse → AI narrative → Auto-publish
Tell us where the friction is. We'll architect the system of agents that removes it.
